MLCN: Metric Learning Constrained Network for Whole Slide Image Classification with Bilinear Gated Attention Mechanism (English)
- New search for: Shi, Baorong
- New search for: Liu, Xinyu
- New search for: Zhang, Fa
- New search for: Qin, Wenjian
- New search for: Zaki, Nazar
- New search for: Zhang, Fa
- New search for: Wu, Jia
- New search for: Yang, Fan
- New search for: Shi, Baorong
- New search for: Liu, Xinyu
- New search for: Zhang, Fa
In:
Computational Mathematics Modeling in Cancer Analysis
: First International Workshop, CMMCA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings
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Chapter: 4
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35-46
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2022
- Article/Chapter (Book) / Electronic Resource
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Title:MLCN: Metric Learning Constrained Network for Whole Slide Image Classification with Bilinear Gated Attention Mechanism
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Additional title:Lect.Notes Computer
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Contributors:Qin, Wenjian ( editor ) / Zaki, Nazar ( editor ) / Zhang, Fa ( editor ) / Wu, Jia ( editor ) / Yang, Fan ( editor ) / Shi, Baorong ( author ) / Liu, Xinyu ( author ) / Zhang, Fa ( author )
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Conference:International Workshop on Computational Mathematics Modeling in Cancer Analysis ; 2022 ; Singapore, Singapore
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Published in:Computational Mathematics Modeling in Cancer Analysis : First International Workshop, CMMCA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings ; Chapter: 4 ; 35-46Lecture Notes in Computer Science ; 13574 ; 35-46
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Publisher:
- New search for: Springer Nature Switzerland
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Place of publication:Cham
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Publication date:2022-09-22
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Size:12 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Cellular Architecture on Whole Slide Images Allows the Prediction of Survival in Lung AdenocarcinomaChen, Pingjun / Saad, Maliazurina B. / Rojas, Frank R. / Salehjahromi, Morteza / Aminu, Muhammad / Bandyopadhyay, Rukhmini / Hong, Lingzhi / Ebare, Kingsley / Behrens, Carmen / Gibbons, Don L. et al. | 2022
- 2
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Is More Always Better? Effects of Patch Sampling in Distinguishing Chronic Lymphocytic Leukemia from Transformation to Diffuse Large B-Cell LymphomaBandyopadhyay, Rukhmini / Chen, Pingjun / El Hussein, Siba / Rojas, Frank R. / Ebare, Kingsley / Wistuba, Ignacio I. / Solis Soto, Luisa M. / Medeiros, L. Jeffrey / Zhang, Jianjun / Khoury, Joseph D. et al. | 2022
- 3
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Repeatability of Radiomic Features Against Simulated Scanning Position Stochasticity Across Imaging Modalities and Cancer Subtypes: A Retrospective Multi-institutional Study on Head-and-Neck CasesZhang, Jiang / Lam, Saikit / Teng, Xinzhi / Zhang, Yuanpeng / Ma, Zongrui / Lee, Francis / Au, Kwok-hung / Yip, Wai Yi / Chang, Tien Yee Amy / Chan, Wing Chi Lawrence et al. | 2022
- 4
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MLCN: Metric Learning Constrained Network for Whole Slide Image Classification with Bilinear Gated Attention MechanismShi, Baorong / Liu, Xinyu / Zhang, Fa et al. | 2022
- 5
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NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology ImagesObeid, Ahmad / Mahbub, Taslim / Javed, Sajid / Dias, Jorge / Werghi, Naoufel et al. | 2022
- 6
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Self-supervised Learning Based on a Pre-trained Method for the Subtype Classification of Spinal TumorsJiao, Menglei / Liu, Hong / Yang, Zekang / Tian, Shuai / Ouyang, Hanqiang / Li, Yuan / Yuan, Yuan / Liu, Jianfang / Wang, Chunjie / Lang, Ning et al. | 2022
- 7
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CanDLE: Illuminating Biases in Transcriptomic Pan-Cancer DiagnosisMejía, Gabriel / Bloch, Natasha / Arbelaez, Pablo et al. | 2022
- 8
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Cross-Stream Interactions: Segmentation of Lung Adenocarcinoma Growth PatternsPan, Xiaoxi / Zhang, Hanyun / Grapa, Anca-Ioana / AbdulJabbar, Khalid / Raza, Shan E Ahmed / Cheung, Ho Kwan Alvin / Karasaki, Takahiro / Quesne, John Le / Moore, David A. / Swanton, Charles et al. | 2022
- 9
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Modality-Collaborative AI Model Ensemble for Lung Cancer Early DiagnosisXu, Wanxing / Kuang, Yinglan / Wang, Lin / Wang, Xueqing / Guo, Qiaomei / Ye, Xiaodan / Fu, Yu / Yang, Xiaozheng / Zhang, Jinglu / Ye, Xin et al. | 2022
- 10
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Clustering-Based Multi-instance Learning Network for Whole Slide Image ClassificationWu, Wei / Zhu, Zhonghang / Magnier, Baptiste / Wang, Liansheng et al. | 2022
- 11
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Multi-task Learning-Driven Volume and Slice Level Contrastive Learning for 3D Medical Image ClassificationZhu, Jiayuan / Wang, Shujun / He, Jinzheng / Schönlieb, Carola-Bibiane / Yu, Lequan et al. | 2022
- 12
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Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAMLi, Yilong / Wang, Yaqi / Dong, Le / Ye, Juan / Wang, Linyan / Ge, Ruiquan / Zhou, Huiyu / Zhang, Qianni et al. | 2022
- 13
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Tubular Structure-Aware Convolutional Neural Networks for Organ at Risks Segmentation in Cervical Cancer RadiotherapyWu, Xinran / Cui, Ming / Gao, Yuhua / Sun, Deyu / Ma, He / Zhang, Erlei / Xie, Yaoqin / Zaki, Nazar / Qin, Wenjian et al. | 2022
- 14
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Automatic Computer-Aided Histopathologic Segmentation for Nasopharyngeal Carcinoma Using Transformer FrameworkDiao, Songhui / Tang, Luyu / He, Jiahui / Zhao, Hanqing / Luo, Weiren / Xie, Yaoqin / Qin, Wenjian et al. | 2022
- 15
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Accurate Breast Tumor Identification Using Computational Ultrasound Image FeaturesLi, Yongqing / Zhao, Wei et al. | 2022